CV

Education

• B.S. in GitHub, GitHub University, 2012
• M.S. in Jekyll, GitHub University, 2014
• Ph.D in Version Control Theory, GitHub University, 2018 (expected)

Work experience

• Summer 2015: Research Assistant
  • Github University
  • Duties included: Tagging issues
  • Supervisor: Professor Git
• Fall 2015: Research Assistant
  • Github University
  • Duties included: Merging pull requests
  • Supervisor: Professor Hub

Skills

• Skill 1
• Skill 2
  • Sub-skill 2.1
  • Sub-skill 2.2
  • Sub-skill 2.3
• Skill 3

Publications

TaxoDaCML: Taxonomy based Divide and Conquer using machine learning approach for DDoS attack classification

Thorat, O., Parekh, N., & Mangrulkar, R. (2021). TaxoDaCML: Taxonomy based Divide and Conquer using machine learning approach for DDoS attack classification. International Journal of Information Management Data Insights, 1(2), 100048. doi:10.1016/j.jjimei.2021.100048

Automatic Sleep Stage Scoring on Raw Single-Channel EEG : A comparative analysis of CNN Architectures

Parekh, N., Dave, B., Shah, R., & Srivastava, K. (2021). Automatic Sleep Stage Scoring on Raw Single-Channel EEG : A comparative analysis of CNN Architectures. 2021 Fourth International Conference on Electrical, Computer and Communication Technologies (ICECCT), 1–8. doi:10.1109/ICECCT52121.2021.9616895

ChaDRaL: RGB Image Encryption based on 3D Chaotic Map, DNA, RSA and LSB

Parekh, N., & D’Mello, L. (2021). ChaDRaL: RGB Image Encryption based on 3D Chaotic Map, DNA, RSA and LSB. 2021 International Conference on Artificial Intelligence and Machine Vision (AIMV), 1–6. doi:10.1109/AIMV53313.2021.9670921

A Federated Approach to Predicting Emojis in Hindi Tweets

Gandhi, D., Mehta, J., Parekh, N., Waghela, K., D’Mello, L., & Talat, Z. (2022, December). A Federated Approach to Predicting Emojis in Hindi Tweets. In Y. Goldberg, Z. Kozareva, & Y. Zhang (Eds.), Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing (pp. 11951–11961). doi:10.18653/v1/2022.emnlp-main.819

Parkinson’s Disease Detection - An Interpretable Approach to Temporal Audio Classification

Shah, R., Dave, B., Parekh, N., & Srivastava, K. (2022). Parkinson's Disease Detection - An Interpretable Approach to Temporal Audio Classification. 2022 IEEE 3rd Global Conference for Advancement in Technology (GCAT), 1–6. doi:10.1109/GCAT55367.2022.9971881

Text Style Transfer: A Comprehensive Study on Methodologies and Evaluation

Parekh, N., Trivedi, S., & Srivastava, K. (2024). Text Style Transfer: A Comprehensive Study on Methodologies and Evaluation. In M. D. Borah, D. S. Laiphrakpam, N. Auluck, & V. E. Balas (Eds.), Big Data, Machine Learning, and Applications (pp. 269–284). Singapore: Springer Nature Singapore.

Enabling Blockchain Architecture for Health information exchanges (HIE)

Parekh, N., & Mangrulkar, R. (2023). Chapter 5 - Enabling blockchain architecture for health information exchanges. In M. M. Ghonge, P. N., A. Das, Y. Wu, & O. Pal (Eds.), Unleashing the Potentials of Blockchain Technology for Healthcare Industries (pp. 77–93). doi:10.1016/B978-0-323-99481-1.00011-0

Talks

Talk 1 on Relevant Topic in Your Field

March 01, 2012

Talk at UC San Francisco, Department of Testing, San Francisco, California

Tutorial 1 on Relevant Topic in Your Field

March 01, 2013

Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA

Talk 2 on Relevant Topic in Your Field

February 01, 2014

Talk at London School of Testing, London, UK

Conference Proceeding talk 3 on Relevant Topic in Your Field

March 01, 2014

Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA

Teaching

CS 3040: Data Structures and Algorithms

MS&E 249: Corporate Financial Management

OIT 276: Data and Decisions (Accelerated)

CS 246: Mining Massive Data Sets

MS&E 231: Social Algorithms

MS&E 135: Networks

Service and leadership

• Currently signed in to 43 different slack teams